论文精选

GitSkills数据集:覆盖约380万份SKILL.md的智能体技能库

Recommended resource. Largest dataset of agent skills I’ve come across. Great for mining cool ideas ...

精选理由

GitSkills把近28万个仓库的380万份SKILL.md整理成SQLite文件,方便挖点子。

AI 摘要

GitSkills 是一个从 GitHub 上 282,200 个公共仓库中挖掘出的智能体技能数据集,包含约 380 万份 SKILL.md 文件。Anthropic 以开放规范发布 SKILL.md 格式九个月后,这些文件已经大量扩散。研究者将内容去重为 1,877,981 个不同条目,并打包成单个 SQLite 文件,附带 front matter、文件夹内容和提交历史。论文已在 arXiv 上公开,编号 2608.10906。

原文 · elvis

Recommended resource. Largest dataset of agent skills I’ve come across. Great for mining cool ideas ...

Recommended resource. Largest dataset of agent skills I’ve come across. Great for mining cool ideas and patterns for your agents. DAIR.AI @dair_ai How many agent skills are actually out there? There are ~3.8M SKILL.md files across 282,200 public GitHub repositories, nine months after Anthropic published the format as an open spec. This research mined all of them into a dataset. Skills resist the usual software mining. They are written in natural language, an agent picks them probabilistically at run time, and no compiler or type checker verifies the choice. There is no registry and no package manager, so they spread by copying folders between repos. GitSkills groups them into 1,877,981 distinct contents and ships as a single SQLite file with front matter, folder contents, and commit history. Paper: arxiv.org/abs/2608.10906 Track more trending AI papers in our academy: academy.dair.ai 🔗 View Quoted Tweet 💬 0 🔄 1 ❤️ 6 👀 1405 📊 1 ⚡